基于眼动追踪的测试可视分析系统

A VISUAL ANALYTICS SYSTEM FOR EYE TRACKING DATA IN QUIZ

  • 摘要: 传统测试以答案对错作为评价学生的依据,存在难以展现学生的答题过程和认知策略的问题。对此,提出基于眼动跟踪的测试可视分析系统GazeQuiz,通过采集学生在回答测试过程中的眼动数据并对其进行可视分析。系统运用转移环状图、条带图等可视化图表展示学生个体的认知行为,并通过箱型图、散点图展示群体注意力分配特征。通过教学应用证明,GazeQuiz可以快速且准确完成对学生测试过程的分析,有助于教师了解学生测试的群体和个体特点,实现学习问题的精准定位。

     

    Abstract: Students evaluation by traditional quiz is based on the answers, which is hard to show students answering process and cognitive strategies. Therefore, visual analytics system for eye tracking data in quiz, GazeQuiz, is proposed. The system collected students gazed at a during the process of answering quiz and analyzed the data by visualization. GazeQuiz showed students’ individual cognitive behavior through visualization graph such as transition diagram and scarf plot, and revealed group attention distribution through box plot and scatter plot. The teaching application proves that GazeQuiz can quickly and accurately analyze the student testing process, and can help teachers understand the individual and group characteristics of students’ testing process, which solves accurate positioning of learning problems.

     

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